Panenco

What we do

Innovative SMEs & corporatesPE & VC deal teams

We put custom AI solutions into production in your existing stack, with the evaluations in place to prove it works at scale.

AI solution delivery at Panenco
Audit & discovery — We map how the work runs today with the people who do it, and prioritise use cases by volume, estimated ROI and technical feasibility.
Evaluations — A golden dataset built with your domain experts up front, and a robust evals pipeline that grades the reasoning, the answer, and the cost effectiveness.
Deployment — We build on your existing stack where possible and widen the agent's autonomy only as the evals earn it. You retain full observability of its outputs.

From the field

A long-standing collaboration in Audit & Assurance technology

A long-standing collaboration in Audit & Assurance technology

Automating purchase order processing with AI-powered data extraction

Automating purchase order processing with AI-powered data extraction

Measuring every cooking move using computer vision to scale offshore chef training

Measuring every cooking move using computer vision to scale offshore chef training

How we do it

Shoulder to shoulder, from day one. We don't hand things over and disappear — every engagement is built around shared ownership: your context, our craft, one direction.

We help you find the right problems before committing budget to solutions.

  • Discovery workshops to surface the highest-impact opportunities

  • Prioritisation frameworks aligned to business goals and constraints

  • A roadmap leadership can actually act on, with clear milestones

  • Pattern recognition from 12 years across industries and use cases

Product managers, engineers, and designers embedded alongside your people.

  • Composition flexes to what the project needs at each stage

  • Your domain knowledge kept at the centre throughout delivery

  • Shared ownership across planning, building, and quality

  • Short cycles with continuous client involvement and review

For greenfield builds or scoped mandates, we run a self-sufficient team.

  • Self-sufficient team running in tight, accountable delivery cycles

  • You stay close to the work without running it day to day

  • Clear scope, milestones, and measurable outcomes from the start

  • Handover built in from day one so your team can own it after

Discovery workshop

Map your flows, surface the highest-impact opportunities, and agree on what success looks like before scope is written.

Roadmap and scope

Define the pilot scope, integration needs, and a phased plan with clear milestones and measurable outcomes.

Pilot build

Build the first working version in tight cycles. You're involved throughout, reviewing and shaping direction as it takes shape.

Measure and iterate

Instrument the outputs, watch real behaviour, and iterate based on evidence. No assumptions, no guesswork.

Scale and extend

Add use cases, expand to new teams or markets, and build the integration layer that drives down incremental cost.

Tell us what you're building

We'll match the right service area and team to your context.