SIGHTLINE SERVICESHow we help
Sightline services ensure AI products deliver real value for users, buyers, and builders alike. We package proprietary tools, domain expertise, and curated technology into a structured four-stage process.
Instead of open-ended, time-and-materials engagements, we run fixed-scope sprints that are packaged and predictably priced for simplicity.
Discovery
with stakeholders
We run interviews with leaders across HR, Ops, IT, and Risk, alongside co-working sessions with users to see how AI-enabled features get used and understood.
Mapping
source systems
We catalogue the sources, processes, and pipelines feeding AI features, insights, and chats—with a focus on dependencies and user incentives.
Quality
data checks
We run sample HR master data through a secure quality and consistency scoring platform, with HR master data experts Talenode.
Risks
regulatory exposure
We assess data ownership, governance, and AI literacy against industry best practice, and flag potential regulatory issues, including the EU AI Act.
01 Diagnostics
Fixed Scope · Delivered in 2-4 Weeks · From £10,000
Our diagnostics assess an organisation’s readiness to deploy AI across workforce planning, management, and intelligence. They answer two critical questions: where should we start? and what's possible today?
Diagnostics uncover the underlying issues that dictate how well automations and AI perform. Clients receive clear reporting on where to begin building AI readiness across HR, talent, and workforce use cases.
Every organisation is different, but a typical diagnostic spans four workstreams:
Discovery
with stakeholders
We run qualitative interviews with leaders across HR, Ops, IT, and Risk, alongside co-working sessions with users to see how AI-tools are used.
Mapping
system dependencies
We catalogue the sources, processes, and pipelines feeding AI features, insights, and chats—with a focus on dependencies and user incentives.
Risks
regulatory exposure
We assess data ownership, governance and AI literacy against industry best practice, and flag potential regulatory risks — including under the EU AI Act.
02 Solution Design
Fixed Scope · Delivered in 4-6 Weeks · From £25,000
Our solution design answers the critical question that follows every diagnostic: what to do about AI readiness challenges, and in what order?
We convert findings into a phased, priced roadmap—outlining what to measure, fix, buy, or build. Each action maps to performance, risk, and cost impact, serving as a business case that resolves technical dependencies systematically.
Built on practical product engineering rather than classic consulting, the roadmap is yours to execute—internally, with partners, or with us. Every roadmap follows four steps:
Solution Research
build, buy, borrow
Some readiness gaps need bespoke engineering solutions, but many can be solved by niche data and API services for HR tech builders — which are better value than premium contractors starting afresh.
Scoping
sizing, effort, cost
After research, we estimate and size each recommended fix — S, M, L — looking at the likely costs of people, time, licences and overall effort.
Prioritisation
impact & measures
We weigh each sprint or effort against its likely impact on performance metrics. Here, like product managers, we look to balance the priorities of stakeholders - from users to sponsors and regulators.
Sequencing
now, next, later
We phase work to tackle dependencies in the right order: ontologies before agents, provenance before defensibility. These are lessons hard-learned from building products.
Research
build, buy, borrow
We evaluate when to build bespoke solutions versus using existing APIs, data, and processing services to save time and cost.
Scoping
sizing, effort, cost
We size recommended fixes (S, M, L) against required effort, timeline, licenses, and team resourcing.
Prioritisation
impact & measures
We weigh each effort against its likely impact on performance metrics to balance competing stakeholder priorities.
Sequencing
now, next, later
We phase work to tackle technical dependencies in the right order, ensuring foundational data architecture precedes advanced AI capabilities.
Product Depth
vendor understanding
We build deep knowledge of each vendor’s product—how it works and what it is built to ingest. Where integrators plug products in, we work to power them.
Team Continuity
no handovers
We deploy the same team that designed, sized, and sequenced your roadmap. In a domain this technically and commercially sensitive, continuity guarantees execution quality.
Partner Tools
curated, not sold
When the roadmap calls for a specialist tool, we bring in a partner we've already vetted: non-competitive, and ready to work. We wire in the data or pre-processing that clients need, to cut long selection cycles.
Global Associates
specialists, not a bench
We work with a network of specialists in HR analytics, data engineering, work design and law. We bring in the capabilities and expertise clients need during each phase, and no more.
03 Project Delivery
Fixed Sprints · Scoped by Outcome · From £5,000
Some organisations take our Solution Design roadmap and run with it. Others ask us to deliver, alongside their teams and third-party tools. Scopes range from a single sprint to complex global programmes.
Delivery often cuts across HR, operations, data, and IT teams—this is intentional, because it’s where AI work of this type usually falls. By combining IP, associates, and partner tools, we price on outcomes rather than time and materials. Project Delivery is client-led, but our approach rests on four consistent strengths:
Product Depth
vendor understanding
We develop deep knowledge of each vendor's product: how it works, and what it is built to ingest. If integrators plug products in, we know how to power them.
Team Continuity
no handovers
The same team executes the plan that it designed, sized and sequenced. In a domain that is this commercially sensitive and technical, that context supports quality execution.
Partner Tools
curated, not sold
When the roadmap calls for a specialist tool, we bring in a partner we've already vetted: non-competitive, and ready to work. We wire in the data or pre-processing that clients need, to cut long selection cycles.
Global Associates
specialists, not a bench
We work with a network of specialists in HR analytics, data engineering, work design and law. We bring in the capabilities and expertise clients need during each phase, and no more.
04 AI Drift & Defence
Quarterly Retainer · Continuous Assurance · From £10,000
It takes significant effort to get an AI feature delivering answers and recommendations that users like and trust. Maintaining that performance is the real challenge. Post-launch, aging data, shifting context, and quiet workarounds mean initial quality slowly degrades over time.
Each quarter, we re-run a lightweight diagnostic to track how your readiness scores and regulatory exposure have shifted. Tailored to your priorities and capabilities, our continuous assurance service spans four key areas:
Regulatory Change
what do laws say?
We track evolving global norms and legislation affecting talent and HR AI features, flagging new compliance obligations as soon as they take effect.
Maturity Monitoring
is quality fading?
We monitor output performance by re-running your baseline metrics, catching data degradation and stale context before recommendation quality drops.
Human in the Loop
is feedback working?
We analyze real user adoption and behavior to spot quiet workarounds or declining trust—the earliest indicators that feature performance is drifting.
Defensibility
can decisions be backed?
We coordinate third-party algorithmic bias and governance testing, sampling live recommendations against outcome goals to ensure decisions stay audit-ready and defensible.
Regulatory Change
what do laws say?
As global norms and legislation related to ethical Enterprise AI shift, we track the obligations that touch your HR and Talent deployments — flagging which have started to bite.
Maturity Monitoring
is quality holding or fading?
Enterprise data ages, and decision context goes stale. We re-run the measures your roadmap was built on and track the trends. Includes partner tools for master-data monitoring.
Human in the Loop
is feedback working?
We look at how people actually engage with the AI: whether they use it, trust it, or quietly work around it. Adoption and behaviour are often the earliest signal that decision quality is drifting, up or down, before it shows in the numbers.
Defensibility
can decisions be backed?
We sample live decisions and test them against your policies and outcome goals. Can include partner-run algortihmic bias and governance testing.
SIGHTLINE : AI READINESS & RELIABILITY PARTNERSFor Workforce Tools That Work
Sightline helps the teams building and buying workforce AI to get their foundations right — data, context and governance — so their tools deliver at launch, and keep working for the long term.