AI strategy & selection
Where AI fits, which models to shortlist, and the business case behind each.
Vendor-neutral AI advisory
Find, compare, and integrate the right AI for your business.
We cut through the noise — benchmark the models that fit your workflows, budget, and privacy needs, then build the integration end to end.
Vendor-neutralSecurity-firstFrom pilot to production
40+
models evaluated
120+
integrations shipped
6 wks
avg. to production
98%
would recommend us
How we help
From "which AI?" to running in production
A clear path, with no lock-in and no hype — just the model and integration that fit.
01
Assess
We map your workflows, data, and constraints to find where AI actually pays off.
02
Compare
We benchmark candidate models against your tasks, budget, and privacy needs — with no vendor bias.
03
Integrate
We build and ship the integration into your stack, with evaluations and guardrails.
04
Optimize
We monitor cost, quality, and latency, and tune as your needs grow.
Model comparison
Which class of model fits your problem?
A simplified view of how model classes trade off. We tailor the real scoring to your exact tasks. Pick a priority to see what we'd shortlist.
| Model class | Reasoning | Speed | Cost-efficiency | Context | Data privacy | Customization |
|---|---|---|---|---|---|---|
| Frontier LLMComplex reasoning, agents, R&D | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● |
| Balanced LLMMost production workloads | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● |
| Compact / EdgeHigh-volume, low-latency, low-cost | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● |
| Open-weightOn-prem, full control, privacy | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● |
| MultimodalVision, audio, and documents | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● | ●●●●● |
Pick a priority above and we'll show the model class we'd typically shortlist first.
What we do
End-to-end, from selection to support
Integration & deployment
We ship it into your stack — APIs, pipelines, and the glue code in between.
RAG & fine-tuning
Ground models in your data with retrieval and targeted fine-tuning.
Security & governance
Access controls, data handling, and audit trails designed in from day one.
Team enablement
We train your people so the system keeps delivering after we leave.
Ongoing optimization
Evals, cost monitoring, and tuning as models and needs evolve.
Use cases
Where teams see results first
Customer support automation
Deflect routine tickets and assist agents with grounded answers.
Document & contract processing
Extract, summarize, and route documents at scale.
Data analysis & reporting
Turn raw data into plain-language insight and dashboards.
Sales & marketing copilots
Draft, personalize, and qualify — without losing your voice.
Internal knowledge search
One search box over your wikis, docs, and tickets.
Workflow automation
Chain models and tools to remove repetitive manual steps.
Why we exist
The AI market is loud and changes weekly. We cut through the hype with vendor-neutral advice grounded in your real workloads, so you adopt what works — not what's trending.
Who we work with
From scaling startups to established enterprises: teams that want measurable outcomes from AI without betting the company on a single vendor.
Vendor-neutral
We don't resell models. Our only incentive is the right fit for you.
Outcomes over hype
We measure success in cost saved and time returned, not demos.
Security-first
Privacy, governance, and compliance are designed in, not bolted on.
The team
Strategists and engineers, in one room
Elena Marsh
Head of AI Strategy
David Okonkwo
Lead Integration Engineer
Priya Nair
ML Engineer
Marco Rossi
Solutions Architect
Let's talk
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