New
AI consulting for growing companies
Make AI work for your business.
At the lowest cost.
Tokura is your AI partner. We find where AI saves your team time and money, set it up with the best model for each job, and move you to better, cheaper models as they come out.
OpenAI
Anthropic
Mistral
Meta
Token usage
7d
30d
90d
Spend this month
$18,420
Example data
Tokens used
412M
+8% vs last month
Possible savings
$6,150
33% of spend
Active workflows
14
3 new
Spend by model
Frontier model A
$8,940
Frontier model B
$5,210
Fast model C
$2,470
Small model D
$1,800
Recommendations
Move support replies to a smaller model
Same quality score in testing.
Save ~$3,900/mo
Cache your product docs prompt
Sent 41,000 times this month.
Save ~$1,450/mo
Platform preview. All figures are example data.
We handle the switch
You never have to think about models again.
Any company can plug into a new model. Almost none do, because switching safely is real work. We do that work: spot the new model, test it on your tasks, fix the prompts that break, switch you over and check that quality held.
Stays the same
Your workflows
Support inbox
CRM
Quotes
Reports
The interface
Tokura
Routing
Testing
Usage
We switch it when it pays
The engine
Model A
Model B
Today’s best fit
We watch for you
We track new models as they launch, so your team doesn’t have to.
Tested on your work
Every new model is tested on your real tasks before anything changes.
Savings you can see
Each switch comes with a short report: what changed, what it saves and how quality held.
What we do
Your partner for a smarter, leaner business.
Teach
We show your team how to use AI in their real daily work, with your tools and your documents.
→ Role-based training
→ Workflow redesign
→ Adoption tracking
Build
We design and launch AI workflows that save hours: support answers, quotes, reports, internal search.
→ Best model for each job
→ Connected to your systems
→ You own the work
Optimize
We keep your AI bill as low as possible: the right model for each task, less waste, and no paying for more power than you need.
→ Spend audit across all models
→ Cheaper models where they fit
→ Caching and prompt fixes
Consulting
Start with a sprint. Stay for the results.
Clear scope and clear results. Every engagement starts with a baseline, so you can see what changed.
01
Start here
AI Roadmap Sprint
We map how your team works and rank the 2 or 3 places AI will save the most time or money.
02
Model Watch
Every quarter we test the newest models on your workflows. If one is cheaper or better, we switch you and report the savings.
03
Token Spend Audit
We review every model and prompt you pay for, then show where to switch, cache or trim.
04
AI Adoption Program
For teams paying for AI tools they barely use. We rebuild workflows and track weekly use.
05
Custom AI Workflow
One workflow, designed, built and launched on the right model for the job.
06
Team Training
Hands-on sessions for sales, ops, support and leaders. Half-day workshops or cohorts.
07
Fractional AI Lead
A senior AI lead on your team without a full-time hire. Roadmap, vendors, rollout.
08
Private Model Setup
When data or cost makes it the smarter choice, we help you build and run your own models on your own servers.
The Tokura platform
See every model. Pay for what works.
Our clients get early access. One account for every frontier model, with clear usage and smart advice built in.
OpenAI
Anthropic
Mistral
Meta
One API key
All the best models
Every frontier model in one account. Switch engines without touching your code or your workflows.
By model
By team
By workflow
Budget alerts
Usage you can read
See spend and tokens by model, team and workflow. Get alerts before a bill gets out of hand.
Support reply → small model
−72% cost
Model advice
We tell you which model fits each task, based on cost and quality tests.
Sales follow-ups
Invoice checks
Support triage
Weekly reports
Workflow library
Ready-made AI workflows for common jobs, picked for your type of business.
Roles
Data rules
Coming soon
Your data stays yours
Clear controls on who can use which model and what data it can see.
Private
On your servers
Run your own models
When it makes more sense, we help you build and host private models, so sensitive data never leaves your servers.
Platform waitlist
Get early access to the Tokura platform.
Join the waitlist and we’ll let you know when it opens. Need help now? Book a consultation call.
FAQ
Questions, answered.
Make AI pay for itself.
We’re your business partner for AI: making your company smarter and more competitive, while keeping costs as low as possible.